Unverified50% confidenceFactExact time
Aquifer is an open-source traffic-smoothing runtime designed to shave peaks and fill valleys for bursty GPU inference workloads.
1
Sources
50%
Confidence
Long-term
Relevance
8/13/2026
First Seen
Sources
Aquifer开源：为突发GPU推理负载削峰填谷的流量平滑方案
Related Claims
UnverifiedAquifer absorbs bursty traffic through a persistent queue, routing requests into the persistent queue rather than directly hitting the GPU backend.67% similarUnverifiedAquifer builds a backpressure feedback loop in coordination with the inference backend, allowing the inference backend to dynamically notify Aquifer to slow down or speed up.63% similarUnverifiedAquifer gradually releases queued requests to the inference backend at a controlled rate, achieving traffic shaping.61% similarUnverified智能体工作流的GPU负载呈现突发性和不规律性，形成突发-静默交替的复杂负载曲线60% similar
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